PulseAugur
实时 17:52:54
English(EN) From Sensors to Insight: Rapid, Edge-to-Core Application Development for Sensor-Driven Applications

AI辅助方法加速传感器数据应用开发

一种新颖的AI辅助方法通过实现意图优先的设计方法,简化了传感器驱动应用程序的开发。该基于模式的系统使用FABRIC测试床上的Pegasus工作流实现,允许用户为空气质量或地震监测等新应用改编现有模板。该过程显著减少了开发时间,将多阶段工作流创建压缩到新手用户仅需1-1.5天。 AI

影响 简化了传感器驱动应用程序的开发,可能降低非专业人士的门槛,并加速数据洞察的生成。

排序理由 这是一篇详细介绍应用开发新方法的学术论文。

在 arXiv cs.AI 阅读 →

AI 生成摘要 · Google Gemini · 来自 5 个来源。 我们如何撰写摘要 →

AI辅助方法加速传感器数据应用开发

报道来源 [5]

  1. arXiv cs.AI TIER_1 English(EN) · Komal Thareja, Anirban Mandal, Ewa Deelman ·

    (POSTER) From Sensors to Insight: Rapid, Edge-to-Core Application Development for Sensor-Driven Applications

    arXiv:2605.02844v1 Announce Type: cross Abstract: Scientists increasingly rely on sensor-based data; however transforming raw streams into insights across the edge-to-cloud continuum remains difficult due to the breadth of expertise required to coordinate the necessary data and c…

  2. arXiv cs.AI TIER_1 English(EN) · Komal Thareja, Anirban Mandal, Ewa Deelman ·

    From Sensors to Insight: Rapid, Edge-to-Core Application Development for Sensor-Driven Applications

    arXiv:2605.02859v1 Announce Type: cross Abstract: Scientists increasingly rely on sensor-based data, yet transforming raw streams into insights across the edge-to-cloud continuum remains difficult. Provisioning heterogeneous infrastructure and managing execution on emerging platf…

  3. arXiv cs.AI TIER_1 English(EN) · Ewa Deelman ·

    From Sensors to Insight: Rapid, Edge-to-Core Application Development for Sensor-Driven Applications

    Scientists increasingly rely on sensor-based data, yet transforming raw streams into insights across the edge-to-cloud continuum remains difficult. Provisioning heterogeneous infrastructure and managing execution on emerging platforms like Data Processing Units typically requires…

  4. arXiv cs.AI TIER_1 English(EN) · Ewa Deelman ·

    (POSTER) From Sensors to Insight: Rapid, Edge-to-Core Application Development for Sensor-Driven Applications

    Scientists increasingly rely on sensor-based data; however transforming raw streams into insights across the edge-to-cloud continuum remains difficult due to the breadth of expertise required to coordinate the necessary data and computation flow. This paper introduces a pattern-b…

  5. Hugging Face Daily Papers TIER_1 English(EN) ·

    (POSTER) From Sensors to Insight: Rapid, Edge-to-Core Application Development for Sensor-Driven Applications

    Scientists increasingly rely on sensor-based data; however transforming raw streams into insights across the edge-to-cloud continuum remains difficult due to the breadth of expertise required to coordinate the necessary data and computation flow. This paper introduces a pattern-b…